Exam UiPath-SAIAv1 Topic 21 Question 208 Discussion

Actual exam question for UiPath's UiPath-SAIAv1 exam
Question #: 208
Topic #: 21

Why is the Shuffle training mode important in the "Explore" phase while working with UiPath Communications Mining?

A. Because it helps create a balanced model by focusing on outlier labels with sufficient training examples but low confidence. B. Because it helps create a balanced model free from labelling bias by introducing random variation into the training data. C. Because it creates a high precision model, focusing on labels with low precision and a low number of examples. D. Because it creates a new model version with shuffled labels and general fields and lets the user explore to understand the state of the model

Suggested Answer: B Vote an answer

The Shuffle training mode in the "Explore" phase of UiPath Communications Mining helps to introduce randomness into the training data. This prevents labeling bias by ensuring that the model does not overly focus on certain labels or examples, leading to a more balanced and generalized model. By shuffling the data, the model is exposed to a diverse range of examples, which enhances its ability to make accurate predictions across different labels and datasets.
(Source: UiPath Communications Mining documentation)

by Ellis at Jan 26, 2026, 08:14 AM

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